Xiaomi Technology

大模型算法实习生

Xiaomi Technology  •  Onsite  •  5 hours ago
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Job Description

大模型算法实习生

武汉

校招

实习

算法类

职位描述

  1. 聚焦AI+科技家电:参与全屋智能家电产品(空调、冰箱、洗衣机等)的AI算法研发,利用大模型技术提升产品在节能优化、故障诊断、用户行为学习与个性化推荐等方面的能力。 2. 垂域模型研发与优化:负责家电场景大模型的后训练(包括SFT、对齐与强化学习等)相关数据构建、算法设计与实验迭代。 3. 智能体应用开发:参与智能体架构相关模块的开发与调试,包括任务规划、工具调用、上下文记忆管理及多智能体协作等功能实现。 4. 工程落地实践:负责模型轻量化、推理加速等工程化优化工作的具体实施,支持从算法原型到端侧/云侧部署的全流程。

职位要求

  1. 计算机科学、人工智能等相关专业在读硕士、博士研究生。 2. 了解大模型预训练、后训练相关技术,掌握SFT、RL(PPO、GRPO)、OPD相关算法原理和实践。在多模态大模型方向有研究基础和落地经验者优先。 3. 掌握强化学习控制、模型预测控制、视觉语言动作模型(VLA)、世界模型等机器人或复杂系统建模与控制相关技术中的至少一项,有理论研究或项目实践者优先。 4. 熟悉PyTorch、TensorFlow等主流深度学习框架及模型优化技巧。 5. 对AI技术行业应用落地有深入思考,追踪大模型前沿技术动态,并有比较强的动手实践能力,具备优秀的沟通协作能力,在顶会上有相关paper者优先。

投递

Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
Website
mi.com
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